Natural and Artificial Computation for Biomedicine and Neuroscience
Springer International Publishing (Verlag)
978-3-319-59739-3 (ISBN)
The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017.
The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications.
The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.
Theoretical neural computation.- Models.- Natural computing in bioinformatics.- Physiological computing in affective smart environments.- Emotions.- Signal processing and machine learning applied to biomedical and neuroscience applications.
| Erscheinungsdatum | 15.06.2017 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XXII, 476 p. 160 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 759 g |
| Themenwelt | Informatik ► Software Entwicklung ► User Interfaces (HCI) |
| Mathematik / Informatik ► Informatik ► Theorie / Studium | |
| Schlagworte | Algorithm analysis and problem complexity • algorithms • Algorithms & Data Structures • Algorithms & data structures • Applications • Architecture • Artificial Intelligence • artificial intelligence (incl. robotics) • Big Data • classification • Classifier • Cognitive Architecture • computation by abstract devices • Computer Science • computer vision • conference proceedings • Deep learning • EEG • Emotions • estimation • human robot interaction • Image Processing • image processing and computer vision • Informatics • Information Retrieval • information systems applications (incl. internet) • Internet Searching • Mobile brain computer interaction • Models • natural computing in bioinformatics • physiological computing in affective smart environ • physiological computing in affective smart environments • reconstruction • Research • Robotics • Theoretical neural computation • user interface design & usability • User interface design & usability |
| ISBN-10 | 3-319-59739-6 / 3319597396 |
| ISBN-13 | 978-3-319-59739-3 / 9783319597393 |
| Zustand | Neuware |
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